Bi-directional Contrastive Distillation for Multi-behavior Recommendation. - Yabo Chu; Enneng Yang; Qiang Liu 006; Yuting Liu 003; Linying Jiang; Guibing Guo (ECML/PKDD (1), 2022)

ID Embedding as Subtle Features of Content and Structure for Multimodal Recommendation. - Yuting Liu 003; Enneng Yang; Yizhou Dang; Guibing Guo; Qiang Liu 006; Yuliang Liang; Linying Jiang; Xingwei Wang 001 (CoRR, 2023)

Stealthy Attack on Large Language Model based Recommendation. - Jinghao Zhang; Yuting Liu 003; Qiang Liu 006; Shu Wu; Guibing Guo; Liang Wang 001 (ACL (1), 2024)

Repeated Padding for Sequential Recommendation. - Yizhou Dang; Yuting Liu 003; Enneng Yang; Guibing Guo; Linying Jiang; Xingwei Wang 001; Jianzhe Zhao (RecSys, 2024)

Repeated Padding as Data Augmentation for Sequential Recommendation. - Yizhou Dang; Yuting Liu 003; Enneng Yang; Guibing Guo; Linying Jiang; Xingwei Wang 001; Jianzhe Zhao (CoRR, 2024)

Towards Unified Modeling for Positive and Negative Preferences in Sign-Aware Recommendation. - Yuting Liu 003; Yizhou Dang; Yuliang Liang; Qiang Liu 006; Guibing Guo; Jianzhe Zhao; Xingwei Wang 001 (CoRR, 2024)

Efficient Prompt Tuning by Multi-Space Projection and Prompt Fusion. - Pengxiang Lan; Enneng Yang; Yuting Liu 003; Guibing Guo; Linying Jiang; Jianzhe Zhao; Xingwei Wang 001 (CoRR, 2024)

Data Augmentation for Sequential Recommendation: A Survey. - Yizhou Dang; Enneng Yang; Yuting Liu 003; Guibing Guo; Linying Jiang; Jianzhe Zhao; Xingwei Wang 001 (CoRR, 2024)

Self-supervised Hierarchical Representation for Medication Recommendation. - Yuliang Liang; Yuting Liu 003; Yizhou Dang; Enneng Yang; Guibing Guo; Wei Cai; Jianzhe Zhao; Xingwei Wang 001 (CoRR, 2024)

Video and audio are images: A cross-modal mixer for original data on video-audio retrieval. - Zichen Yuan; Qi Shen; Bingyi Zheng; Yuting Liu 003; Linying Jiang; Guibing Guo (Knowl. Based Syst., 2024)

Augmenting Sequential Recommendation with Balanced Relevance and Diversity. - Yizhou Dang; Jiahui Zhang; Yuting Liu 003; Enneng Yang; Yuliang Liang; Guibing Guo; Jianzhe Zhao; Xingwei Wang 001 (AAAI, 2025)

Multiple Purchase Chains with Negative Transfer Elimination for Multi-Behavior Recommendation. - Shuwei Gong; Yuting Liu 003; Yizhou Dang; Guibing Guo; Jianzhe Zhao; Xingwei Wang 001 (AAAI, 2025)

EPT: Efficient Prompt Tuning by Multi-Space Projection and Prompt Fusion. - Pengxiang Lan; Enneng Yang; Yuting Liu 003; Guibing Guo; Jianzhe Zhao; Xingwei Wang 001 (AAAI, 2025)

CoRA: Collaborative Information Perception by Large Language Model's Weights for Recommendation. - Yuting Liu 003; Jinghao Zhang; Yizhou Dang; Yuliang Liang; Qiang Liu 006; Guibing Guo; Jianzhe Zhao; Xingwei Wang 001 (AAAI, 2025)

Personalized Text Generation with Contrastive Activation Steering. - Jinghao Zhang; Yuting Liu 003; Wenjie Wang 007; Qiang Liu 006; Shu Wu; Liang Wang 001; Tat-Seng Chua (ACL (1), 2025)

Harnessing Content and Structure in ID for Multimodal Recommendation. - Yuting Liu 003; Enneng Yang; Yizhou Dang; Guibing Guo; Qiang Liu 006; Yuliang Liang; Linying Jiang; Xingwei Wang 001 (ICASSP, 2025)

Data Augmentation as Free Lunch: Exploring the Test-Time Augmentation for Sequential Recommendation. - Yizhou Dang; Yuting Liu 003; Enneng Yang; Minhan Huang; Guibing Guo; Jianzhe Zhao; Xingwei Wang 001 (SIGIR, 2025)

Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation. - Chu Zhao; Enneng Yang; Yuliang Liang; Pengxiang Lan; Yuting Liu 003; Jianzhe Zhao; Guibing Guo; Xingwei Wang 001 (WWW, 2025)

Efficient and Adaptive Recommendation Unlearning: A Guided Filtering Framework to Erase Outdated Preferences. - Yizhou Dang; Yuting Liu 003; Enneng Yang; Guibing Guo; Linying Jiang; Jianzhe Zhao; Xingwei Wang 001 (ACM Trans. Inf. Syst., 2025)

Can LLM-Driven Hard Negative Sampling Empower Collaborative Filtering? Findings and Potentials. - Chu Zhao; Enneng Yang; Yuting Liu 003; Jianzhe Zhao; Guibing Guo; Xingwei Wang 001 (CoRR, 2025)

RAGAR: Retrieval Augment Personalized Image Generation Guided by Recommendation. - Run Ling; Wenji Wang; Yuting Liu 003; Guibing Guo; Linying Jiang; Xingwei Wang 001 (CoRR, 2025)